CHAPTER 6 FOUNDATIONS OF BUSINESS INTELLIGENCE: DATABASES INFORMATION MANAGEMENT Flashcards
A grouping of characters into a word, a group of
words, or a complete number
field
group of related fields, such as the student’s name, the course taken, the date, and the grade
record
a group of records of the same type.
file
is a person, place, thing, or event on which we store and maintain information.
entity
characteristic or quality describing a particular entity
attribute
occurs when different groups in an organization independently collect the same piece of data and store it independently of each other.
Data redundancy
where the same attribute may have different values.
data inconsistency
refers to the coupling of data stored in files and the
specific programs required to update and maintain those files such that changes in programs require changes to the data.
Program-data dependence
is software that permits an organization to centralize data, manage them efficiently, and provide access to the stored data by application programs.
database management system (DBMS)
A group of related files also it is a collection of data organized to serve many applications efficiently by centralizing the data and controlling redundant data.
database
Relational databases represent data as two-dimensional tables (called relations). Tables may be referred to as files. Each table contains data on an entity and its attributes.
relational DBMS
The actual information about a single supplier that resides in a table is called a row. Rows are commonly referred to as records, or in very technical terms, as tuples.
tuples
The field in the table that uniquely identifies each record so that the record can be retrieved, updated, or sorted on
key field
Each table in a relational database has one field that is
designated as its primary key. This key field is the unique identifier for all the information in any row of the table and this primary key cannot be duplicated.
primary key
is essentially a lookup field to look up data about the supplier of a specific part.
foreign key
stores the data and procedures that act on those
data as objects that can be automatically retrieved and shared.
object-oriented DBMS
capability to specify the structure of the content
of the database.
data definition
is an automated or manual file that stores definitions of data elements and their characteristics.
data dictionary
used to add, change, delete, and retrieve the data in the database.
data manipulation language
The most prominent data manipulation language today
Structured Query Language, or SQL
The process of creating small, stable, yet flexible and
adaptive data structures from complex groups of data
normalization.
rules to ensure that relationships between coupled tables remain consistent
referential integrity
Database designers document their data model using
diagrams that illustrates the relationship between the entities
entity-relationship diagram
is a database that stores current and historical data of
potential interest to decision makers throughout the company.
data warehouse
is a subset of a data warehouse in which a summarized or highly focused portion of the organization’s data is placed in a separate database for a specific population of users.
data mart
supports multidimensional data analysis, enabling users to
view the same data in different ways using multiple dimensions.
online analytical processing (OLAP)
provides insights into corporate data that cannot be obtained with OLAP by finding hidden patterns and relationships in large databases and inferring rules from them to predict future behavior.
Data mining
types of information obtainable from data mining
Associations:are occurrences linked to a single event.
sequences: events are linked over time.
Classification: recognizes patterns that describe the group to which an item belongs by examining existing items that have been classified and by inferring a set of rules.
Clustering: works in a manner similar to classification when no groups have yet been defined.
forecasting:It uses a series of existing values to forecast what other values will be.